Real ChatGPT answer · index seed6UzgjNiZHgIcompleteHome services and improvement · roofingcomparison
Should we choose a full solar panel roof integration or stick with standard shingles while our roof is being replaced next week?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should we choose a full solar panel roof integration or stick with standard shingles while our roof is being replaced next week?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 federal residential solar tax credit expired 2025 IRS section 25D homeowner solar 2026 California incentives Google ↗
integrated solar roof tiles cost compared conventional rooftop solar installation cost maintenance 2025 2026 NREL Google ↗
- The 'solar' in these solar roofs is invisible. Are they worth the price? · washingtonpost.com
- Observations and Lessons Learned From Installing Residential Roofing-Integrated Photovoltaics · research-hub.nlr.gov
- FAQs for modification of sections 25C, 25D, 25E, 30C, 30D, 45L, 45W, AND 179D under Public Law 119-21, 139 Stat. 72 (July 4, 2025), commonly known as the One, Big, Beautiful Bill (OBBB) · irs.gov
- Residential Clean Energy Credit · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal residential solar tax credit expired 2025 IRS section 25D homeowner solar 2026 California incentives OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
integrated solar roof tiles cost compared conventional rooftop solar installation cost maintenance 2025 2026 NREL OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |